Why are some sites I follow not appearing in my Reader?

Also, I'm not convinced that my home page - with 'Reader' 'Stats' 'My Blogs' etc is displaying correctly. It changed appearance about 6 weeks ago, and looks more basic. I have cleared cache and cookies, shut down and restarted my PC. I'm not sure if WordPress have changed it, or if something's gone slightly wrong!